Imputation on Electricity 20% missing rate
0.763MAESAITS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SAITSMissing Rate=20%2022.02 | 0.763 | 1.187 | 40.8 | |
| SAITS-baseMissing Rate=20%2022.02 | 0.838 | 1.264 | 44.9 | |
| TransformerMissing Rate=20%2022.02 | 0.843 | 1.318 | 45.1 | |
| BRITSMissing Rate=20%2022.02 | 0.928 | 1.395 | 49.7 | |
| LastMissing Rate=20%2022.02 | 1.012 | 1.547 | 54.2 | |
| GP-VAEMissing Rate=20%2022.02 | 1.124 | 1.502 | 60.2 | |
| M-RNNMissing Rate=20%2022.02 | 1.242 | 1.854 | 66.5 | |
| MedianMissing Rate=20%2022.02 | 2.053 | 2.726 | 109.9 |